UPDATE 1-EU probes Cargill's plan to buy ADM chocolate unit

BRUSSELS/CHICAGO, Feb 23 (Reuters) - The European Commission said on Monday it had opened an in-depth investigation into Cargill Inc's planned acquisition of Archer Daniels Midland Co's chocolate business, citing concerns the deal could lead to higher prices.